+ Updated version for NEXT Conference Hamburg +
https://nextconf.eu/event/how-deep-learning-is-changing-the-design-process/
Deep learning is a new and exciting subfield of machine learning which attempts to sidestep the whole feature design process. This session explains how it derives from AI, why it quietly became a part of user experience and how it also changes the actual design workflow. The talk highlights a range of use cases and doesn’t forget to illustrate why user experience design for artificial intelligence matters the other way around.
7. Machine Learning
Machine learning is the ability
to learn without being explicitly
programmed.
It helps programs to learn from their own
mistakes and improve their performance over
time.
8. Machine Learning
Data mining
Image recognition
Facebook newsfeed
Netflix suggestions
Big Data analysis
Amazon suggestions
Predictive analytics
16. Deep Learning
Deep Learning is based on
Artificial Neural Networks.
These are systems that are designed to
process information in ways that are similar to
the ways biological brains work. It uses a
certain set of Machine Learning algorithms
that run in multiple layers.
164. Satya Nadella, Microsoft CEO
• AI must be designed to assist humanity
• AI must be transparent
• AI must maximize efficiencies without
destroying the dignity of people
• AI must be designed for intelligent privacy
• AI must have algorithmic accountability
• AI must guard against bias